Plumbing the Stack: Treasuries, Memory, and the Quest for Autonomy

Tools

WalletConnect Deepens Multi-Chain Support for Agent Treasuries

It's not just about holding assets anymore; it's about managing them across different chains without a human in the loop. This expansion is a key piece of plumbing for any agent-run fund.

AutoGPT 1.0 Officially Ships Multi-Agent Team Structures

The 'team' metaphor is now a first-class citizen in the codebase, allowing agents to spawn and manage sub-agents with specific roles. This is a massive step towards building complex, autonomous workflows.

Analysis

New Research Tackles Long-Context Memory for Autonomous Agents

The paper proposes a tiered memory system to help agents remember relevant context over long-running tasks without hallucinating. It's a direct response to the 'goldfish memory' problem that makes most agents useless after a few steps.

News

GitHub Trend: The 'Deep Researcher' Agent Pattern Emerges

We're seeing a surge in repos focused on agents that don't just search the web, but synthesize information into structured reports. This pattern is becoming the backbone for agents that need to make informed decisions autonomously.

YC Signals: More Founders Building Agent-Native Stacks

The latest batch applications are full of teams building for the agent-first future, not just adding AI features to existing products. It's a clear signal that the smartest founders are betting on this infrastructure layer.